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Using Eye Tracking to Explore Facebook Use and Associations with Facebook Addiction, Mental Well-being, and Personality

机译:使用眼动追踪来探索Facebook的使用以及与Facebook成瘾,心理健康和个性的关联

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Social networking sites (SNSs) have become ubiquitous in our everyday lives, and for all its communicative benefits, excessive SNS use has been associated with a range of negative health implications. In the present study, the authors use eye-tracking methodology to explore the relationship between individual differences in personality, mental well-being, SNS usage, and the focus of Facebook users’ visual attention. Participants ( n = 69, mean age = 23.09, SD = 7.54) completed questionnaire measures for personality and to examine changes in depression, anxiety, stress, and self-esteem. They then engaged in a Facebook session while their eye movements and fixations were recorded. These fixations were coded as being directed to social and update areas of interest (AOI) of the Facebook interface. An exploratory analysis of personality factors revealed a negative correlation between openness to experience and inspection times for the updates AOI and an unexpected negative relationship between extraversion and inspection times for social AOI. There were correlations between changes in depression score and inspection of updates AOI, with reduced depression scores associated with increased inspection of updates. Finally, self-reported duration of participants’ typical Facebook sessions did not correlate with eye-tracking measures but were associated with increased Facebook addiction scores and greater increases in depression scores. These initial findings indicate that there are differences in the outcomes of interacting with Facebook which can vary based on Facebook addiction, personality variables, and the Facebook features that individuals interact with.
机译:社交网站(SNS)在我们的日常生活中无处不在,并且由于其所有的交流优势,过度使用SNS与一系列负面健康影响相关联。在本研究中,作者使用眼动追踪方法来探索个性差异,心理健康,SNS使用和Facebook用户视觉注意力焦点之间的关系。参与者(n = 69,平均年龄= 23.09,SD = 7.54)完成了针对性格的问卷调查,并检查了抑郁,焦虑,压力和自尊的变化。然后他们进行了Facebook会话,同时记录了他们的眼动和注视。这些修复程序被编码为针对Facebook界面的社交和更新关注区域(AOI)。对人格因素的探索性分析显示,经验的开放性与更新AOI的检查时间之间呈负相关,而社交AOI的外向性与检查时间之间存在出乎意料的负相关。抑郁评分的变化与检查更新AOI之间存在相关性,抑郁评分的降低与更新检查的增加相关。最后,自我报告的参与者在典型Facebook会话中的持续时间与眼动追踪无关,但与Facebook成瘾评分增加和抑郁评分增加更大有关。这些初步发现表明,与Facebook进行交互的结果存在差异,该差异可能会因Facebook成瘾,个性变量以及个人与之交互的Facebook功能而异。

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